alisure-ml/CapsNet

CapsNet

Geoffrey Hinton's paper

• Dynamic Routing Between Capsules
• MATRIX CAPSULES WITH EM ROUTING

Result

1. Reconstruction)

Just run runner.recons_random() as show in Run

2. Paper 5.1: What the individual dimensions of a capsule represent

Just run runner.recons_random_slow() as show in Run

Each row shows there construction when one of the 16 dimensions in the DigitCaps representation is tweaked by intervals of 1/63 in the range [−0.5,0.5], the leftmost col was not tweaked.

Run

Data

• mnist

Reference

• naturomics/CapsNet-Tensorflow